Crowdless AI Engine v2 — In Development

Stop predicting crowds.
Start preventing them.

The app that optimizes city flow and user experience in real time, providing personalized recommendations based on each user's preferences.

1st Winner of AI Hackathon 1st CASSINI Hackathon — Greece 2025
EU Qualified — European Finals
RL Policy Feedback Loop Real-time Control

Recommending alternatives at scale
creates new crowds.

Classic systems send everyone to the same “quiet” alternative — making it the next hotspot. Crowdless is built to be aware of its own impact.

Try the City Simulator →

A reinforcement learning loop.

Crowdless learns from the outcomes of its own recommendations, closing the loop so predictions get smarter over time.

Foot Traffic Data Candidate Places Location & filters App Tracking Data RL Model Reinforcement Learning Crowdness Risk Prediction Recommendations Smart & crowd-aware Observe & Learn feedback loop

Built for people.
Designed for cities.

For Travelers
  • No more second-crowd trap

    Get recommendations that are genuinely quiet — not somewhere we already sent hundreds of users.

  • Friction-aware routing

    Minimizes extra walking distance. Your time is factored into every recommendation.

  • Accurate arrivals

    Venues are at the occupancy we predicted — not over-capacity from our own recommendations.

For Cities & Operators
  • Reduced peak concentration

    Visitor flow is spread across venues and time windows, reducing hotspots.

  • Self-correcting system

    The RL policy learns when it over-recommends and backs off automatically.

  • Equitable traffic distribution

    Visitor load is shared fairly across local businesses — not funneled to the same few.

Mariglena Reci

Mariglena Reci

Marketing & Product Design

Stelios Rotas

Stelios Rotas

Backend Developer

Alex Gkiafis

Alex Gkiafis

UI/UX Developer

Panagiotis Thivaios

Panagiotis Thivaios

Business Manager

Theodoros Exarchos

Theodoros Exarchos

Backend & Research

Ready to bring intelligent
flow to your city?

Talk to the Crowdless team about pilots, partnerships, and integrations.